kailinzhang1031/Computation-Language

Computation Language

Hi!:clap:

This repository is a precise tutoial for beginners learning Computation Language or NLP.

Here we provide interpretation, neccessary visualization on basic codes, datasets, models, etc based on the book NLP: Methods based on Pretrained Models.

All codes are accessible in the repository HIT-SCIR/plm-nlp-code.

Contents

1. Practical Application

1.1 Neural Network

• Feed Forwad Neural Network

1.2 Word Representation

• CBOW
• GloVE
• ELMo

1.3 Basic Task

• Data Preprocessing-Hugging Face
• Data Preprocessing-Pytorch
• Motion Analysis: A case study
• Negative Sampling: A case study

2. Hugging Face

3. Pytorch